In my experience, people:
| country | year | age | sex | suicides_no | population |
|---|---|---|---|---|---|
| Bahrain | 1985 | 25-34 years | male | 7 | 67600 |
| Bahrain | 1985 | 35-54 years | male | 3 | 49700 |
| Bahrain | 1985 | 35-54 years | female | 1 | 26900 |
| Bahrain | 1985 | 15-24 years | female | 0 | 37800 |
| Bahrain | 1985 | 25-34 years | female | 0 | 27600 |
| Bahrain | 1985 | 5-14 years | female | 0 | 41400 |
| Bahrain | 1985 | 55-74 years | female | 0 | 8700 |
| Bahrain | 1985 | 75+ years | female | 0 | 1500 |
| Bahrain | 1985 | 15-24 years | male | 0 | 49700 |
| Bahrain | 1985 | 5-14 years | male | 0 | 42000 |
| Bahrain | 1985 | 55-74 years | male | 0 | 11600 |
| Bahrain | 1985 | 75+ years | male | 0 | 1400 |
| Bahrain | 1987 | 55-74 years | male | 1 | 11800 |
| Bahrain | 1987 | 35-54 years | male | 3 | 47700 |
| Bahrain | 1987 | 25-34 years | male | 3 | 63900 |
| Bahrain | 1987 | 25-34 years | female | 1 | 27500 |
| Bahrain | 1987 | 15-24 years | female | 1 | 38600 |
| Bahrain | 1987 | 35-54 years | female | 0 | 27300 |
| Bahrain | 1987 | 5-14 years | female | 0 | 42500 |
| Bahrain | 1987 | 55-74 years | female | 0 | 8900 |
| Bahrain | 1987 | 75+ years | female | 0 | 1500 |
| Bahrain | 1987 | 15-24 years | male | 0 | 49400 |
| Bahrain | 1987 | 5-14 years | male | 0 | 43200 |
| Bahrain | 1987 | 75+ years | male | 0 | 1600 |
| Bahrain | 1988 | 25-34 years | male | 8 | 61600 |
| Bahrain | 1988 | 35-54 years | male | 4 | 63500 |
| Bahrain | 1988 | 35-54 years | female | 1 | 30900 |
| Bahrain | 1988 | 15-24 years | male | 1 | 44100 |
| Bahrain | 1988 | 15-24 years | female | 0 | 38300 |
| Bahrain | 1988 | 25-34 years | female | 0 | 32000 |
| Bahrain | 1988 | 5-14 years | female | 0 | 45400 |
| Bahrain | 1988 | 55-74 years | female | 0 | 10300 |
| Bahrain | 1988 | 75+ years | female | 0 | 1400 |
| Bahrain | 1988 | 5-14 years | male | 0 | 46500 |
| Bahrain | 1988 | 55-74 years | male | 0 | 14400 |
| Bahrain | 1988 | 75+ years | male | 0 | 1300 |
| Bahrain | 1997 | 15-24 years | female | 0 | 46573 |
| Bahrain | 1997 | 25-34 years | female | 0 | 50841 |
| Bahrain | 1997 | 35-54 years | female | 0 | 53562 |
| Bahrain | 1997 | 5-14 years | female | 0 | 55390 |
| Bahrain | 1997 | 55-74 years | female | 0 | 13826 |
| Bahrain | 1997 | 75+ years | female | 0 | 2250 |
| Bahrain | 1997 | 15-24 years | male | 0 | 54369 |
| Bahrain | 1997 | 25-34 years | male | 0 | 80297 |
| Bahrain | 1997 | 35-54 years | male | 0 | 96825 |
| Bahrain | 1997 | 5-14 years | male | 0 | 57431 |
| Bahrain | 1997 | 55-74 years | male | 0 | 16035 |
| Bahrain | 1997 | 75+ years | male | 0 | 2355 |
| Bahrain | 1998 | 15-24 years | female | 0 | 48147 |
| Bahrain | 1998 | 25-34 years | female | 0 | 51596 |
| Bahrain | 1998 | 35-54 years | female | 0 | 56917 |
| Bahrain | 1998 | 5-14 years | female | 0 | 56626 |
| Bahrain | 1998 | 55-74 years | female | 0 | 14404 |
| Bahrain | 1998 | 75+ years | female | 0 | 2312 |
| Bahrain | 1998 | 15-24 years | male | 0 | 56377 |
| Bahrain | 1998 | 25-34 years | male | 0 | 80849 |
| Bahrain | 1998 | 35-54 years | male | 0 | 101013 |
| Bahrain | 1998 | 5-14 years | male | 0 | 58935 |
| Bahrain | 1998 | 55-74 years | male | 0 | 16409 |
| Bahrain | 1998 | 75+ years | male | 0 | 2423 |
| Bahrain | 1999 | 25-34 years | male | 8 | 82791 |
| Bahrain | 1999 | 35-54 years | male | 4 | 105903 |
| Bahrain | 1999 | 15-24 years | male | 2 | 57914 |
| Bahrain | 1999 | 15-24 years | female | 1 | 49631 |
| Bahrain | 1999 | 25-34 years | female | 1 | 52339 |
| Bahrain | 1999 | 35-54 years | female | 1 | 60568 |
| Bahrain | 1999 | 5-14 years | female | 0 | 58374 |
| Bahrain | 1999 | 55-74 years | female | 0 | 15017 |
| Bahrain | 1999 | 75+ years | female | 0 | 2339 |
| Bahrain | 1999 | 5-14 years | male | 0 | 61554 |
| Bahrain | 1999 | 55-74 years | male | 0 | 16810 |
| Bahrain | 1999 | 75+ years | male | 0 | 2522 |
| Bahrain | 2000 | 25-34 years | male | 16 | 86231 |
| Bahrain | 2000 | 35-54 years | male | 10 | 112060 |
| Bahrain | 2000 | 15-24 years | male | 2 | 59208 |
| Bahrain | 2000 | 25-34 years | female | 1 | 53263 |
| Bahrain | 2000 | 15-24 years | female | 0 | 50968 |
| Bahrain | 2000 | 35-54 years | female | 0 | 64617 |
| Bahrain | 2000 | 5-14 years | female | 0 | 60791 |
| Bahrain | 2000 | 55-74 years | female | 0 | 15556 |
| Bahrain | 2000 | 75+ years | female | 0 | 2394 |
| Bahrain | 2000 | 5-14 years | male | 0 | 65512 |
| Bahrain | 2000 | 55-74 years | male | 0 | 17346 |
| Bahrain | 2000 | 75+ years | male | 0 | 2648 |
| Bahrain | 2001 | 25-34 years | male | 8 | 90920 |
| Bahrain | 2001 | 35-54 years | male | 8 | 118151 |
| Bahrain | 2001 | 55-74 years | male | 1 | 17917 |
| Bahrain | 2001 | 15-24 years | male | 2 | 68309 |
| Bahrain | 2001 | 15-24 years | female | 1 | 54497 |
| Bahrain | 2001 | 25-34 years | female | 1 | 55961 |
| Bahrain | 2001 | 5-14 years | male | 1 | 67127 |
| Bahrain | 2001 | 35-54 years | female | 1 | 67856 |
| Bahrain | 2001 | 5-14 years | female | 0 | 62316 |
| Bahrain | 2001 | 55-74 years | female | 0 | 15791 |
| Bahrain | 2001 | 75+ years | female | 0 | 2544 |
| Bahrain | 2001 | 75+ years | male | 0 | 2694 |
| Bahrain | 2002 | 25-34 years | male | 7 | 97288 |
| Bahrain | 2002 | 35-54 years | male | 9 | 126500 |
| Bahrain | 2002 | 35-54 years | female | 4 | 71376 |
| Bahrain | 2002 | 15-24 years | female | 2 | 57599 |
| country | year | age | population_male | population_female | suicides_no_male | suicides_no_female |
|---|---|---|---|---|---|---|
| Bahrain | 1985 | 25-34 years | 67600 | 27600 | 7 | 0 |
| Bahrain | 1985 | 35-54 years | 49700 | 26900 | 3 | 1 |
| Bahrain | 1985 | 15-24 years | 49700 | 37800 | 0 | 0 |
| Bahrain | 1985 | 5-14 years | 42000 | 41400 | 0 | 0 |
| Bahrain | 1985 | 55-74 years | 11600 | 8700 | 0 | 0 |
| Bahrain | 1985 | 75+ years | 1400 | 1500 | 0 | 0 |
| Bahrain | 1987 | 55-74 years | 11800 | 8900 | 1 | 0 |
| Bahrain | 1987 | 35-54 years | 47700 | 27300 | 3 | 0 |
| Bahrain | 1987 | 25-34 years | 63900 | 27500 | 3 | 1 |
| Bahrain | 1987 | 15-24 years | 49400 | 38600 | 0 | 1 |
| Bahrain | 1987 | 5-14 years | 43200 | 42500 | 0 | 0 |
| Bahrain | 1987 | 75+ years | 1600 | 1500 | 0 | 0 |
| Bahrain | 1988 | 25-34 years | 61600 | 32000 | 8 | 0 |
| Bahrain | 1988 | 35-54 years | 63500 | 30900 | 4 | 1 |
| Bahrain | 1988 | 15-24 years | 44100 | 38300 | 1 | 0 |
| Bahrain | 1988 | 5-14 years | 46500 | 45400 | 0 | 0 |
| Bahrain | 1988 | 55-74 years | 14400 | 10300 | 0 | 0 |
| Bahrain | 1988 | 75+ years | 1300 | 1400 | 0 | 0 |
| Bahrain | 1997 | 15-24 years | 54369 | 46573 | 0 | 0 |
| Bahrain | 1997 | 25-34 years | 80297 | 50841 | 0 | 0 |
| Bahrain | 1997 | 35-54 years | 96825 | 53562 | 0 | 0 |
| Bahrain | 1997 | 5-14 years | 57431 | 55390 | 0 | 0 |
| Bahrain | 1997 | 55-74 years | 16035 | 13826 | 0 | 0 |
| Bahrain | 1997 | 75+ years | 2355 | 2250 | 0 | 0 |
| Bahrain | 1998 | 15-24 years | 56377 | 48147 | 0 | 0 |
| Bahrain | 1998 | 25-34 years | 80849 | 51596 | 0 | 0 |
| Bahrain | 1998 | 35-54 years | 101013 | 56917 | 0 | 0 |
| Bahrain | 1998 | 5-14 years | 58935 | 56626 | 0 | 0 |
| Bahrain | 1998 | 55-74 years | 16409 | 14404 | 0 | 0 |
| Bahrain | 1998 | 75+ years | 2423 | 2312 | 0 | 0 |
| Bahrain | 1999 | 25-34 years | 82791 | 52339 | 8 | 1 |
| Bahrain | 1999 | 35-54 years | 105903 | 60568 | 4 | 1 |
| Bahrain | 1999 | 15-24 years | 57914 | 49631 | 2 | 1 |
| Bahrain | 1999 | 5-14 years | 61554 | 58374 | 0 | 0 |
| Bahrain | 1999 | 55-74 years | 16810 | 15017 | 0 | 0 |
| Bahrain | 1999 | 75+ years | 2522 | 2339 | 0 | 0 |
| Bahrain | 2000 | 25-34 years | 86231 | 53263 | 16 | 1 |
| Bahrain | 2000 | 35-54 years | 112060 | 64617 | 10 | 0 |
| Bahrain | 2000 | 15-24 years | 59208 | 50968 | 2 | 0 |
| Bahrain | 2000 | 5-14 years | 65512 | 60791 | 0 | 0 |
| Bahrain | 2000 | 55-74 years | 17346 | 15556 | 0 | 0 |
| Bahrain | 2000 | 75+ years | 2648 | 2394 | 0 | 0 |
| Bahrain | 2001 | 25-34 years | 90920 | 55961 | 8 | 1 |
| Bahrain | 2001 | 35-54 years | 118151 | 67856 | 8 | 1 |
| Bahrain | 2001 | 55-74 years | 17917 | 15791 | 1 | 0 |
| Bahrain | 2001 | 15-24 years | 68309 | 54497 | 2 | 1 |
| Bahrain | 2001 | 5-14 years | 67127 | 62316 | 1 | 0 |
| Bahrain | 2001 | 75+ years | 2694 | 2544 | 0 | 0 |
| Bahrain | 2002 | 25-34 years | 97288 | 59350 | 7 | 1 |
| Bahrain | 2002 | 35-54 years | 126500 | 71376 | 9 | 4 |
| Bahrain | 2002 | 15-24 years | 76442 | 57599 | 2 | 2 |
| Bahrain | 2002 | 5-14 years | 68596 | 63714 | 0 | 0 |
| Bahrain | 2002 | 55-74 years | 18646 | 16006 | 0 | 0 |
| Bahrain | 2002 | 75+ years | 2755 | 2738 | 0 | 0 |
| Bahrain | 2003 | 35-54 years | 137287 | 75430 | 17 | 0 |
| Bahrain | 2003 | 25-34 years | 105799 | 63380 | 9 | 5 |
| Bahrain | 2003 | 15-24 years | 83143 | 60298 | 3 | 0 |
| Bahrain | 2003 | 5-14 years | 70584 | 65298 | 0 | 0 |
| Bahrain | 2003 | 55-74 years | 19574 | 16343 | 0 | 0 |
| Bahrain | 2003 | 75+ years | 2831 | 2946 | 0 | 0 |
| Bahrain | 2004 | 55-74 years | 20717 | 16975 | 4 | 0 |
| Bahrain | 2004 | 25-34 years | 116777 | 68052 | 19 | 3 |
| Bahrain | 2004 | 35-54 years | 150835 | 80288 | 10 | 3 |
| Bahrain | 2004 | 15-24 years | 88431 | 62699 | 2 | 1 |
| Bahrain | 2004 | 5-14 years | 73422 | 67313 | 0 | 0 |
| Bahrain | 2004 | 75+ years | 2924 | 3126 | 0 | 0 |
| Bahrain | 2005 | 25-34 years | 142375 | 73758 | 15 | 3 |
| Bahrain | 2005 | 35-54 years | 174785 | 92102 | 14 | 2 |
| Bahrain | 2005 | 55-74 years | 27261 | 19983 | 2 | 0 |
| Bahrain | 2005 | 15-24 years | 79928 | 64792 | 4 | 2 |
| Bahrain | 2005 | 5-14 years | 69742 | 66362 | 0 | 0 |
| Bahrain | 2005 | 75+ years | 4063 | 4389 | 0 | 0 |
| Bahrain | 2006 | 25-34 years | 158656 | 80271 | 12 | 5 |
| Bahrain | 2006 | 15-24 years | 86090 | 69020 | 1 | 3 |
| Bahrain | 2006 | 55-74 years | 29960 | 21363 | 1 | 0 |
| Bahrain | 2006 | 35-54 years | 192597 | 100668 | 3 | 3 |
| Bahrain | 2006 | 5-14 years | 71974 | 68590 | 0 | 0 |
| Bahrain | 2006 | 75+ years | 4439 | 4915 | 0 | 0 |
| Bahrain | 2007 | 25-34 years | 176938 | 87472 | 14 | 3 |
| Bahrain | 2007 | 35-54 years | 212426 | 110173 | 13 | 2 |
| Bahrain | 2007 | 55-74 years | 32965 | 22872 | 2 | 0 |
| Bahrain | 2007 | 15-24 years | 92875 | 73617 | 5 | 1 |
| Bahrain | 2007 | 5-14 years | 74222 | 70861 | 0 | 0 |
| Bahrain | 2007 | 75+ years | 4852 | 5497 | 0 | 0 |
| Bahrain | 2008 | 25-34 years | 196832 | 93449 | 21 | 2 |
| Bahrain | 2008 | 35-54 years | 225866 | 115468 | 13 | 3 |
| Bahrain | 2008 | 15-24 years | 96458 | 76246 | 0 | 3 |
| Bahrain | 2008 | 55-74 years | 35879 | 24495 | 1 | 0 |
| Bahrain | 2008 | 5-14 years | 76617 | 72955 | 0 | 0 |
| Bahrain | 2008 | 75+ years | 4654 | 5191 | 0 | 0 |
| Bahrain | 2009 | 35-54 years | 242558 | 118835 | 14 | 2 |
| Bahrain | 2009 | 25-34 years | 222448 | 99580 | 9 | 4 |
| Bahrain | 2009 | 15-24 years | 102256 | 80832 | 4 | 0 |
| Bahrain | 2009 | 55-74 years | 38002 | 25915 | 1 | 0 |
| Bahrain | 2009 | 5-14 years | 79180 | 75122 | 2 | 0 |
| Bahrain | 2009 | 75+ years | 4091 | 4103 | 0 | 0 |
| Bahrain | 2010 | 35-54 years | 252232 | 125709 | 8 | 2 |
| Bahrain | 2010 | 25-34 years | 235591 | 104368 | 6 | 1 |
| Bahrain | 2010 | 55-74 years | 41999 | 27834 | 1 | 0 |
| Bahrain | 2010 | 15-24 years | 103388 | 80571 | 0 | 1 |
plot(df_wide$population_male, df_wide$suicides_no_male, col="red")
points(df_wide$population_female, df_wide$suicides_no_female, col="blue")| country | year | age | sex | suicides_no | population |
|---|---|---|---|---|---|
| Bahrain | 1985 | 25-34 years | male | 7 | 67600 |
| Bahrain | 1985 | 35-54 years | male | 3 | 49700 |
| Bahrain | 1985 | 35-54 years | female | 1 | 26900 |
| Bahrain | 1985 | 15-24 years | female | 0 | 37800 |
| Bahrain | 1985 | 25-34 years | female | 0 | 27600 |
| Bahrain | 1985 | 5-14 years | female | 0 | 41400 |
| Bahrain | 1985 | 55-74 years | female | 0 | 8700 |
| Bahrain | 1985 | 75+ years | female | 0 | 1500 |
| Bahrain | 1985 | 15-24 years | male | 0 | 49700 |
| Bahrain | 1985 | 5-14 years | male | 0 | 42000 |
| Bahrain | 1985 | 55-74 years | male | 0 | 11600 |
| Bahrain | 1985 | 75+ years | male | 0 | 1400 |
| Bahrain | 1987 | 55-74 years | male | 1 | 11800 |
| Bahrain | 1987 | 35-54 years | male | 3 | 47700 |
| Bahrain | 1987 | 25-34 years | male | 3 | 63900 |
| Bahrain | 1987 | 25-34 years | female | 1 | 27500 |
| Bahrain | 1987 | 15-24 years | female | 1 | 38600 |
| Bahrain | 1987 | 35-54 years | female | 0 | 27300 |
| Bahrain | 1987 | 5-14 years | female | 0 | 42500 |
| Bahrain | 1987 | 55-74 years | female | 0 | 8900 |
| Bahrain | 1987 | 75+ years | female | 0 | 1500 |
| Bahrain | 1987 | 15-24 years | male | 0 | 49400 |
| Bahrain | 1987 | 5-14 years | male | 0 | 43200 |
| Bahrain | 1987 | 75+ years | male | 0 | 1600 |
| Bahrain | 1988 | 25-34 years | male | 8 | 61600 |
| Bahrain | 1988 | 35-54 years | male | 4 | 63500 |
| Bahrain | 1988 | 35-54 years | female | 1 | 30900 |
| Bahrain | 1988 | 15-24 years | male | 1 | 44100 |
| Bahrain | 1988 | 15-24 years | female | 0 | 38300 |
| Bahrain | 1988 | 25-34 years | female | 0 | 32000 |
| Bahrain | 1988 | 5-14 years | female | 0 | 45400 |
| Bahrain | 1988 | 55-74 years | female | 0 | 10300 |
| Bahrain | 1988 | 75+ years | female | 0 | 1400 |
| Bahrain | 1988 | 5-14 years | male | 0 | 46500 |
| Bahrain | 1988 | 55-74 years | male | 0 | 14400 |
| Bahrain | 1988 | 75+ years | male | 0 | 1300 |
| Bahrain | 1997 | 15-24 years | female | 0 | 46573 |
| Bahrain | 1997 | 25-34 years | female | 0 | 50841 |
| Bahrain | 1997 | 35-54 years | female | 0 | 53562 |
| Bahrain | 1997 | 5-14 years | female | 0 | 55390 |
| Bahrain | 1997 | 55-74 years | female | 0 | 13826 |
| Bahrain | 1997 | 75+ years | female | 0 | 2250 |
| Bahrain | 1997 | 15-24 years | male | 0 | 54369 |
| Bahrain | 1997 | 25-34 years | male | 0 | 80297 |
| Bahrain | 1997 | 35-54 years | male | 0 | 96825 |
| Bahrain | 1997 | 5-14 years | male | 0 | 57431 |
| Bahrain | 1997 | 55-74 years | male | 0 | 16035 |
| Bahrain | 1997 | 75+ years | male | 0 | 2355 |
| Bahrain | 1998 | 15-24 years | female | 0 | 48147 |
| Bahrain | 1998 | 25-34 years | female | 0 | 51596 |
| Bahrain | 1998 | 35-54 years | female | 0 | 56917 |
| Bahrain | 1998 | 5-14 years | female | 0 | 56626 |
| Bahrain | 1998 | 55-74 years | female | 0 | 14404 |
| Bahrain | 1998 | 75+ years | female | 0 | 2312 |
| Bahrain | 1998 | 15-24 years | male | 0 | 56377 |
| Bahrain | 1998 | 25-34 years | male | 0 | 80849 |
| Bahrain | 1998 | 35-54 years | male | 0 | 101013 |
| Bahrain | 1998 | 5-14 years | male | 0 | 58935 |
| Bahrain | 1998 | 55-74 years | male | 0 | 16409 |
| Bahrain | 1998 | 75+ years | male | 0 | 2423 |
| Bahrain | 1999 | 25-34 years | male | 8 | 82791 |
| Bahrain | 1999 | 35-54 years | male | 4 | 105903 |
| Bahrain | 1999 | 15-24 years | male | 2 | 57914 |
| Bahrain | 1999 | 15-24 years | female | 1 | 49631 |
| Bahrain | 1999 | 25-34 years | female | 1 | 52339 |
| Bahrain | 1999 | 35-54 years | female | 1 | 60568 |
| Bahrain | 1999 | 5-14 years | female | 0 | 58374 |
| Bahrain | 1999 | 55-74 years | female | 0 | 15017 |
| Bahrain | 1999 | 75+ years | female | 0 | 2339 |
| Bahrain | 1999 | 5-14 years | male | 0 | 61554 |
| Bahrain | 1999 | 55-74 years | male | 0 | 16810 |
| Bahrain | 1999 | 75+ years | male | 0 | 2522 |
| Bahrain | 2000 | 25-34 years | male | 16 | 86231 |
| Bahrain | 2000 | 35-54 years | male | 10 | 112060 |
| Bahrain | 2000 | 15-24 years | male | 2 | 59208 |
| Bahrain | 2000 | 25-34 years | female | 1 | 53263 |
| Bahrain | 2000 | 15-24 years | female | 0 | 50968 |
| Bahrain | 2000 | 35-54 years | female | 0 | 64617 |
| Bahrain | 2000 | 5-14 years | female | 0 | 60791 |
| Bahrain | 2000 | 55-74 years | female | 0 | 15556 |
| Bahrain | 2000 | 75+ years | female | 0 | 2394 |
| Bahrain | 2000 | 5-14 years | male | 0 | 65512 |
| Bahrain | 2000 | 55-74 years | male | 0 | 17346 |
| Bahrain | 2000 | 75+ years | male | 0 | 2648 |
| Bahrain | 2001 | 25-34 years | male | 8 | 90920 |
| Bahrain | 2001 | 35-54 years | male | 8 | 118151 |
| Bahrain | 2001 | 55-74 years | male | 1 | 17917 |
| Bahrain | 2001 | 15-24 years | male | 2 | 68309 |
| Bahrain | 2001 | 15-24 years | female | 1 | 54497 |
| Bahrain | 2001 | 25-34 years | female | 1 | 55961 |
| Bahrain | 2001 | 5-14 years | male | 1 | 67127 |
| Bahrain | 2001 | 35-54 years | female | 1 | 67856 |
| Bahrain | 2001 | 5-14 years | female | 0 | 62316 |
| Bahrain | 2001 | 55-74 years | female | 0 | 15791 |
| Bahrain | 2001 | 75+ years | female | 0 | 2544 |
| Bahrain | 2001 | 75+ years | male | 0 | 2694 |
| Bahrain | 2002 | 25-34 years | male | 7 | 97288 |
| Bahrain | 2002 | 35-54 years | male | 9 | 126500 |
| Bahrain | 2002 | 35-54 years | female | 4 | 71376 |
| Bahrain | 2002 | 15-24 years | female | 2 | 57599 |
aes(x=population, y=suicides_no, colour=sex)
ggplot(df, aes(x=population, y=suicides_no, colour=country)) +
geom_point(alpha=0.3) + geom_smooth(method="lm", se=F)ggplot(df, aes(x=population, y=suicides_no)) +
geom_point(alpha=0.3, aes(colour=country)) +
geom_smooth(method="lm", se=F, colour="black")geom_point and geom_smooth are both
geometrical elements (“geoms”) used to represent datageom_line,
geom_histogram, geom_violin,
geom_rectangle| x | y | label |
|---|---|---|
| 1 | 2 | a |
| 2 | 4 | b |
| 3 | 10 | c |
ggplot(data_df, aes(x, y, label = label)) +
theme(text=element_text(size=14)) +
geom_line() + geom_point()ggplot(data_df, aes(x, y, label = label)) +
theme(text=element_text(size=14)) +
geom_line() + geom_jitter()ggplot(data_df, aes(x, y, label = label)) +
theme(text=element_text(size=14)) +
geom_smooth(method="lm", se=F, formula = y~x) + geom_jitter()ggplot(df, aes(x=population, y=suicides_no)) +
geom_point(alpha=1, aes(colour=country)) +
geom_smooth(method="lm", se=F, colour="black")ggplot(df, aes(x=population, y=suicides_no)) +
geom_smooth(method="lm", se=F, colour="black") +
geom_point(alpha=1, aes(colour=country))ggplot(df, aes(x=population, y=suicides_no)) +
geom_point(alpha=0.3, aes(colour=country)) +
scale_x_sqrt() + scale_y_sqrt()ggplot(df, aes(x=year, y=suicides_no)) +
geom_point() + facet_grid(vars(country), vars(age), scales="free")ggplot(df, aes(x=year, y=suicides_no, colour=sex)) +
geom_point() + facet_grid(vars(country), vars(age), scales="free")ggplot(df, aes(x=year, y=suicides_no, colour=sex)) +
geom_line() + facet_grid(vars(country), vars(age), scales="free")ggplot(df, aes(x=year, y=suicides_no, colour=sex)) +
geom_line() + facet_grid(vars(country), vars(age), scales="free") +
geom_smooth(method="lm", se=F)